Dataset statistics
| Tenants | Homes | |
|---|---|---|
| Number of variables | 33 | 33 |
| Number of observations | 13482 | 22727 |
| Missing cells | 144460 | 56216 |
| Missing cells (%) | 32.5% | 7.5% |
| Duplicate rows | 273 | 238 |
| Duplicate rows (%) | 2.0% | 1.0% |
| Total size in memory | 1.4 MiB | 2.3 MiB |
| Average record size in memory | 106.0 B | 106.0 B |
Variable types
| Tenants | Homes | |
|---|---|---|
| Numeric | 5 | 5 |
| DateTime | 2 | 2 |
| Boolean | 19 | 19 |
| Unsupported | 7 | 7 |
| Tenants | Homes | |
|---|---|---|
shared has constant value "" | Alert not present in this dataset | Constant |
| Dataset has 273 (2.0%) duplicate rows | Dataset has 238 (1.0%) duplicate rows | Duplicates |
end_ufn is highly imbalanced (70.7%) | end_ufn is highly imbalanced (58.8%) | Imbalance |
senior_home is highly imbalanced (66.7%) | Alert not present in this dataset | Imbalance |
furniture is highly imbalanced (70.9%) | Alert not present in this dataset | Imbalance |
wheelchair_accessible is highly imbalanced (67.9%) | Alert not present in this dataset | Imbalance |
smoker is highly imbalanced (90.4%) | smoker is highly imbalanced (77.2%) | Imbalance |
recycling is highly imbalanced (65.2%) | Alert not present in this dataset | Imbalance |
tumble_dryer is highly imbalanced (88.2%) | Alert not present in this dataset | Imbalance |
bathtub is highly imbalanced (86.0%) | Alert not present in this dataset | Imbalance |
start_optimal has 7785 (57.7%) missing values | start_optimal has 12420 (54.6%) missing values | Missing |
end_optimal has 12787 (94.8%) missing values | end_optimal has 20847 (91.7%) missing values | Missing |
ideal_duration has 13047 (96.8%) missing values | ideal_duration has 21505 (94.6%) missing values | Missing |
shared has 2525 (18.7%) missing values | Alert not present in this dataset | Missing |
corporate_home has 13482 (100.0%) missing values | Alert not present in this dataset | Missing |
dish_washer has 673 (5.0%) missing values | Alert not present in this dataset | Missing |
furniture has 3706 (27.5%) missing values | Alert not present in this dataset | Missing |
wheelchair_accessible has 1139 (8.4%) missing values | Alert not present in this dataset | Missing |
internet has 13482 (100.0%) missing values | Alert not present in this dataset | Missing |
pets has 1139 (8.4%) missing values | Alert not present in this dataset | Missing |
shower has 13482 (100.0%) missing values | Alert not present in this dataset | Missing |
smoker has 1139 (8.4%) missing values | Alert not present in this dataset | Missing |
washing_machine has 673 (5.0%) missing values | Alert not present in this dataset | Missing |
toilet has 13482 (100.0%) missing values | Alert not present in this dataset | Missing |
balcony has 673 (5.0%) missing values | Alert not present in this dataset | Missing |
elevator has 13482 (100.0%) missing values | Alert not present in this dataset | Missing |
recycling has 673 (5.0%) missing values | Alert not present in this dataset | Missing |
tumble_dryer has 673 (5.0%) missing values | Alert not present in this dataset | Missing |
shared_washing_area has 13482 (100.0%) missing values | Alert not present in this dataset | Missing |
bathtub has 673 (5.0%) missing values | Alert not present in this dataset | Missing |
inhome_sauna has 673 (5.0%) missing values | Alert not present in this dataset | Missing |
bike_room has 673 (5.0%) missing values | Alert not present in this dataset | Missing |
parking has 673 (5.0%) missing values | Alert not present in this dataset | Missing |
storage has 673 (5.0%) missing values | Alert not present in this dataset | Missing |
firsthand has 13482 (100.0%) missing values | Alert not present in this dataset | Missing |
corporate_home is an unsupported type, check if it needs cleaning or further analysis | corporate_home is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
internet is an unsupported type, check if it needs cleaning or further analysis | internet is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
shower is an unsupported type, check if it needs cleaning or further analysis | shower is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
toilet is an unsupported type, check if it needs cleaning or further analysis | toilet is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
elevator is an unsupported type, check if it needs cleaning or further analysis | elevator is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
shared_washing_area is an unsupported type, check if it needs cleaning or further analysis | shared_washing_area is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
firsthand is an unsupported type, check if it needs cleaning or further analysis | firsthand is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
| Alert not present in this dataset | student_home has constant value "" | Constant |
| Alert not present in this dataset | senior_home has constant value "" | Constant |
| Alert not present in this dataset | shared is highly imbalanced (80.0%) | Imbalance |
| Alert not present in this dataset | parking is highly imbalanced (74.5%) | Imbalance |
Reproduction
| Tenants | Homes | |
|---|---|---|
| Analysis started | 2024-02-14 09:23:22.127411 | 2024-02-14 09:23:23.820362 |
| Analysis finished | 2024-02-14 09:23:23.819245 | 2024-02-14 09:23:25.330751 |
| Duration | 1.69 second | 1.51 second |
| Software version | ydata-profiling vv4.6.4 | ydata-profiling vv4.6.4 |
| Download configuration | config.json | config.json |
rent
Real number (ℝ)
| Tenants | Homes | |
|---|---|---|
| Distinct | 266 | 660 |
| Distinct (%) | 2.0% | 2.9% |
| Missing | 59 | 0 |
| Missing (%) | 0.4% | 0.0% |
| Infinite | 0 | 0 |
| Infinite (%) | 0.0% | 0.0% |
| Mean | 772.86933 | 667.23061 |
| Tenants | Homes | |
|---|---|---|
| Minimum | 1 | 1 |
| Maximum | 3500 | 3000 |
| Zeros | 0 | 0 |
| Zeros (%) | 0.0% | 0.0% |
| Negative | 0 | 0 |
| Negative (%) | 0.0% | 0.0% |
| Memory size | 105.5 KiB | 177.7 KiB |
Quantile statistics
| Tenants | Homes | |
|---|---|---|
| Minimum | 1 | 1 |
| 5-th percentile | 460 | 360 |
| Q1 | 600 | 500 |
| median | 700 | 620 |
| Q3 | 900 | 770 |
| 95-th percentile | 1300 | 1150 |
| Maximum | 3500 | 3000 |
| Range | 3499 | 2999 |
| Interquartile range (IQR) | 300 | 270 |
Descriptive statistics
| Tenants | Homes | |
|---|---|---|
| Standard deviation | 280.69815 | 265.44679 |
| Coefficient of variation (CV) | 0.36318967 | 0.39783365 |
| Kurtosis | 9.0598186 | 10.407736 |
| Mean | 772.86933 | 667.23061 |
| Median Absolute Deviation (MAD) | 130 | 130 |
| Skewness | 2.0443188 | 2.2511592 |
| Sum | 10374225 | 15164150 |
| Variance | 78791.453 | 70461.997 |
| Monotonicity | Not monotonic | Not monotonic |
| Value | Count | Frequency (%) |
| 600 | 1414 | 10.5% |
| 700 | 1212 | 9.0% |
| 800 | 1045 | 7.8% |
| 650 | 929 | 6.9% |
| 1000 | 809 | 6.0% |
| 900 | 769 | 5.7% |
| 750 | 704 | 5.2% |
| 550 | 700 | 5.2% |
| 500 | 642 | 4.8% |
| 850 | 523 | 3.9% |
| Other values (256) | 4676 |
| Value | Count | Frequency (%) |
| 650 | 838 | 3.7% |
| 550 | 764 | 3.4% |
| 600 | 710 | 3.1% |
| 750 | 606 | 2.7% |
| 500 | 597 | 2.6% |
| 700 | 576 | 2.5% |
| 450 | 520 | 2.3% |
| 850 | 461 | 2.0% |
| 800 | 455 | 2.0% |
| 590 | 451 | 2.0% |
| Other values (650) | 16749 |
| Value | Count | Frequency (%) |
| 1 | 18 | |
| 3 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| 30 | 2 | < 0.1% |
| 40 | 1 | < 0.1% |
| 50 | 2 | < 0.1% |
| 60 | 1 | < 0.1% |
| 70 | 1 | < 0.1% |
| 80 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 28 | |
| 3 | 1 | < 0.1% |
| 4 | 3 | < 0.1% |
| 5 | 7 | < 0.1% |
| 6 | 9 | < 0.1% |
| 7 | 5 | < 0.1% |
| 8 | 2 | < 0.1% |
| 9 | 1 | < 0.1% |
| 40 | 1 | < 0.1% |
| 89 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 28 | |
| 3 | 1 | < 0.1% |
| 4 | 3 | < 0.1% |
| 5 | 7 | 0.1% |
| 6 | 9 | 0.1% |
| 7 | 5 | < 0.1% |
| 8 | 2 | < 0.1% |
| 9 | 1 | < 0.1% |
| 40 | 1 | < 0.1% |
| 89 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 18 | |
| 3 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| 30 | 2 | < 0.1% |
| 40 | 1 | < 0.1% |
| 50 | 2 | < 0.1% |
| 60 | 1 | < 0.1% |
| 70 | 1 | < 0.1% |
| 80 | 2 | < 0.1% |
room_count
Real number (ℝ)
| Tenants | Homes | |
|---|---|---|
| Distinct | 7 | 10 |
| Distinct (%) | 0.1% | < 0.1% |
| Missing | 1 | 0 |
| Missing (%) | < 0.1% | 0.0% |
| Infinite | 0 | 0 |
| Infinite (%) | 0.0% | 0.0% |
| Mean | 1.8737482 | 2.1067893 |
| Tenants | Homes | |
|---|---|---|
| Minimum | 1 | 1 |
| Maximum | 7 | 10 |
| Zeros | 0 | 0 |
| Zeros (%) | 0.0% | 0.0% |
| Negative | 0 | 0 |
| Negative (%) | 0.0% | 0.0% |
| Memory size | 105.5 KiB | 177.7 KiB |
Quantile statistics
| Tenants | Homes | |
|---|---|---|
| Minimum | 1 | 1 |
| 5-th percentile | 1 | 1 |
| Q1 | 1 | 1 |
| median | 2 | 2 |
| Q3 | 2 | 3 |
| 95-th percentile | 4 | 4 |
| Maximum | 7 | 10 |
| Range | 6 | 9 |
| Interquartile range (IQR) | 1 | 2 |
Descriptive statistics
| Tenants | Homes | |
|---|---|---|
| Standard deviation | 0.91367453 | 1.0903847 |
| Coefficient of variation (CV) | 0.48761862 | 0.51755754 |
| Kurtosis | 0.34763851 | 3.4153182 |
| Mean | 1.8737482 | 2.1067893 |
| Median Absolute Deviation (MAD) | 1 | 1 |
| Skewness | 0.88143614 | 1.4381498 |
| Sum | 25260 | 47881 |
| Variance | 0.83480115 | 1.1889388 |
| Monotonicity | Not monotonic | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 5637 | |
| 2 | 4740 | |
| 3 | 2378 | |
| 4 | 631 | 4.7% |
| 5 | 87 | 0.6% |
| 6 | 6 | < 0.1% |
| 7 | 2 | < 0.1% |
| (Missing) | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 2 | 9678 | |
| 1 | 7086 | |
| 3 | 3573 | 15.7% |
| 4 | 1627 | 7.2% |
| 5 | 517 | 2.3% |
| 6 | 154 | 0.7% |
| 7 | 50 | 0.2% |
| 8 | 31 | 0.1% |
| 10 | 6 | < 0.1% |
| 9 | 5 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 5637 | |
| 2 | 4740 | |
| 3 | 2378 | |
| 4 | 631 | 4.7% |
| 5 | 87 | 0.6% |
| 6 | 6 | < 0.1% |
| 7 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 7086 | |
| 2 | 9678 | |
| 3 | 3573 | 15.7% |
| 4 | 1627 | 7.2% |
| 5 | 517 | 2.3% |
| 6 | 154 | 0.7% |
| 7 | 50 | 0.2% |
| 8 | 31 | 0.1% |
| 9 | 5 | < 0.1% |
| 10 | 6 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 7086 | |
| 2 | 9678 | |
| 3 | 3573 | 26.5% |
| 4 | 1627 | 12.1% |
| 5 | 517 | 3.8% |
| 6 | 154 | 1.1% |
| 7 | 50 | 0.4% |
| 8 | 31 | 0.2% |
| 9 | 5 | < 0.1% |
| 10 | 6 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 5637 | |
| 2 | 4740 | |
| 3 | 2378 | |
| 4 | 631 | 2.8% |
| 5 | 87 | 0.4% |
| 6 | 6 | < 0.1% |
| 7 | 2 | < 0.1% |
square_meters
Real number (ℝ)
| Tenants | Homes | |
|---|---|---|
| Distinct | 111 | 228 |
| Distinct (%) | 0.8% | 1.0% |
| Missing | 28 | 0 |
| Missing (%) | 0.2% | 0.0% |
| Infinite | 0 | 0 |
| Infinite (%) | 0.0% | 0.0% |
| Mean | 43.7348 | 53.70282 |
| Tenants | Homes | |
|---|---|---|
| Minimum | 1 | 1 |
| Maximum | 200 | 300 |
| Zeros | 0 | 0 |
| Zeros (%) | 0.0% | 0.0% |
| Negative | 0 | 0 |
| Negative (%) | 0.0% | 0.0% |
| Memory size | 105.5 KiB | 177.7 KiB |
Quantile statistics
| Tenants | Homes | |
|---|---|---|
| Minimum | 1 | 1 |
| 5-th percentile | 20 | 24 |
| Q1 | 28 | 33 |
| median | 40 | 48 |
| Q3 | 55 | 64 |
| 95-th percentile | 80 | 109 |
| Maximum | 200 | 300 |
| Range | 199 | 299 |
| Interquartile range (IQR) | 27 | 31 |
Descriptive statistics
| Tenants | Homes | |
|---|---|---|
| Standard deviation | 21.347412 | 29.218454 |
| Coefficient of variation (CV) | 0.48811044 | 0.54407672 |
| Kurtosis | 3.0069498 | 8.8665843 |
| Mean | 43.7348 | 53.70282 |
| Median Absolute Deviation (MAD) | 13 | 15 |
| Skewness | 1.1492625 | 2.2316671 |
| Sum | 588408 | 1220504 |
| Variance | 455.71202 | 853.71807 |
| Monotonicity | Not monotonic | Not monotonic |
| Value | Count | Frequency (%) |
| 30 | 1372 | 10.2% |
| 50 | 1259 | 9.3% |
| 40 | 1205 | 8.9% |
| 25 | 928 | 6.9% |
| 60 | 899 | 6.7% |
| 20 | 845 | 6.3% |
| 45 | 728 | 5.4% |
| 35 | 709 | 5.3% |
| 70 | 629 | 4.7% |
| 80 | 386 | 2.9% |
| Other values (101) | 4494 |
| Value | Count | Frequency (%) |
| 30 | 784 | 3.4% |
| 32 | 681 | 3.0% |
| 60 | 634 | 2.8% |
| 50 | 598 | 2.6% |
| 35 | 578 | 2.5% |
| 31 | 531 | 2.3% |
| 45 | 527 | 2.3% |
| 34 | 516 | 2.3% |
| 28 | 485 | 2.1% |
| 33 | 482 | 2.1% |
| Other values (218) | 16911 |
| Value | Count | Frequency (%) |
| 1 | 70 | |
| 2 | 4 | < 0.1% |
| 3 | 4 | < 0.1% |
| 4 | 1 | < 0.1% |
| 5 | 14 | 0.1% |
| 6 | 4 | < 0.1% |
| 7 | 8 | 0.1% |
| 8 | 25 | 0.2% |
| 9 | 20 | 0.1% |
| 10 | 154 |
| Value | Count | Frequency (%) |
| 1 | 29 | |
| 2 | 4 | < 0.1% |
| 3 | 4 | < 0.1% |
| 4 | 4 | < 0.1% |
| 5 | 5 | < 0.1% |
| 6 | 4 | < 0.1% |
| 7 | 3 | < 0.1% |
| 8 | 2 | < 0.1% |
| 9 | 9 | < 0.1% |
| 10 | 39 |
| Value | Count | Frequency (%) |
| 1 | 29 | |
| 2 | 4 | < 0.1% |
| 3 | 4 | < 0.1% |
| 4 | 4 | < 0.1% |
| 5 | 5 | < 0.1% |
| 6 | 4 | < 0.1% |
| 7 | 3 | < 0.1% |
| 8 | 2 | < 0.1% |
| 9 | 9 | 0.1% |
| 10 | 39 |
| Value | Count | Frequency (%) |
| 1 | 70 | |
| 2 | 4 | < 0.1% |
| 3 | 4 | < 0.1% |
| 4 | 1 | < 0.1% |
| 5 | 14 | 0.1% |
| 6 | 4 | < 0.1% |
| 7 | 8 | < 0.1% |
| 8 | 25 | 0.1% |
| 9 | 20 | 0.1% |
| 10 | 154 |
tenant_count
Real number (ℝ)
| Tenants | Homes | |
|---|---|---|
| Distinct | 7 | 15 |
| Distinct (%) | 0.1% | 0.1% |
| Missing | 1 | 0 |
| Missing (%) | < 0.1% | 0.0% |
| Infinite | 0 | 0 |
| Infinite (%) | 0.0% | 0.0% |
| Mean | 1.7557303 | 2.4413693 |
| Tenants | Homes | |
|---|---|---|
| Minimum | 1 | 1 |
| Maximum | 7 | 30 |
| Zeros | 0 | 0 |
| Zeros (%) | 0.0% | 0.0% |
| Negative | 0 | 0 |
| Negative (%) | 0.0% | 0.0% |
| Memory size | 105.5 KiB | 177.7 KiB |
Quantile statistics
| Tenants | Homes | |
|---|---|---|
| Minimum | 1 | 1 |
| 5-th percentile | 1 | 1 |
| Q1 | 1 | 1 |
| median | 1 | 2 |
| Q3 | 2 | 3 |
| 95-th percentile | 4 | 5 |
| Maximum | 7 | 30 |
| Range | 6 | 29 |
| Interquartile range (IQR) | 1 | 2 |
Descriptive statistics
| Tenants | Homes | |
|---|---|---|
| Standard deviation | 1.0932291 | 1.4228313 |
| Coefficient of variation (CV) | 0.62266346 | 0.58280051 |
| Kurtosis | 3.8285227 | 23.226137 |
| Mean | 1.7557303 | 2.4413693 |
| Median Absolute Deviation (MAD) | 0 | 1 |
| Skewness | 1.8530109 | 2.4352767 |
| Sum | 23669 | 55485 |
| Variance | 1.1951498 | 2.0244489 |
| Monotonicity | Not monotonic | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 7401 | |
| 2 | 3738 | |
| 3 | 1227 | 9.1% |
| 4 | 689 | 5.1% |
| 5 | 262 | 1.9% |
| 6 | 103 | 0.8% |
| 7 | 61 | 0.5% |
| (Missing) | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 2 | 9120 | |
| 1 | 5717 | |
| 3 | 3178 | 14.0% |
| 4 | 2937 | 12.9% |
| 5 | 1013 | 4.5% |
| 6 | 529 | 2.3% |
| 8 | 93 | 0.4% |
| 7 | 73 | 0.3% |
| 10 | 47 | 0.2% |
| 9 | 9 | < 0.1% |
| Other values (5) | 11 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 7401 | |
| 2 | 3738 | |
| 3 | 1227 | 9.1% |
| 4 | 689 | 5.1% |
| 5 | 262 | 1.9% |
| 6 | 103 | 0.8% |
| 7 | 61 | 0.5% |
| Value | Count | Frequency (%) |
| 1 | 5717 | |
| 2 | 9120 | |
| 3 | 3178 | 14.0% |
| 4 | 2937 | 12.9% |
| 5 | 1013 | 4.5% |
| 6 | 529 | 2.3% |
| 7 | 73 | 0.3% |
| 8 | 93 | 0.4% |
| 9 | 9 | < 0.1% |
| 10 | 47 | 0.2% |
| Value | Count | Frequency (%) |
| 1 | 5717 | |
| 2 | 9120 | |
| 3 | 3178 | 23.6% |
| 4 | 2937 | 21.8% |
| 5 | 1013 | 7.5% |
| 6 | 529 | 3.9% |
| 7 | 73 | 0.5% |
| 8 | 93 | 0.7% |
| 9 | 9 | 0.1% |
| 10 | 47 | 0.3% |
| Value | Count | Frequency (%) |
| 1 | 7401 | |
| 2 | 3738 | |
| 3 | 1227 | 5.4% |
| 4 | 689 | 3.0% |
| 5 | 262 | 1.2% |
| 6 | 103 | 0.5% |
| 7 | 61 | 0.3% |
start_optimal
Date
| Tenants | Homes | |
|---|---|---|
| Distinct | 306 | 333 |
| Distinct (%) | 5.4% | 3.2% |
| Missing | 7785 | 12420 |
| Missing (%) | 57.7% | 54.6% |
| Memory size | 105.5 KiB | 177.7 KiB |
| Tenants | Homes | |
|---|---|---|
| Minimum | 2023-01-28 00:00:00 | 2021-06-16 00:00:00 |
| Maximum | 2025-03-01 00:00:00 | 2025-11-23 00:00:00 |
end_optimal
Date
| Tenants | Homes | |
|---|---|---|
| Distinct | 219 | 244 |
| Distinct (%) | 31.5% | 13.0% |
| Missing | 12787 | 20847 |
| Missing (%) | 94.8% | 91.7% |
| Memory size | 105.5 KiB | 177.7 KiB |
| Tenants | Homes | |
|---|---|---|
| Minimum | 2023-01-13 00:00:00 | 2023-03-31 00:00:00 |
| Maximum | 2028-01-01 00:00:00 | 2026-03-01 00:00:00 |
start_asap
Boolean
| Tenants | Homes | |
|---|---|---|
| Distinct | 2 | 2 |
| Distinct (%) | < 0.1% | < 0.1% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Memory size | 13.3 KiB | 22.3 KiB |
| True | |
|---|---|
| False |
| True | |
|---|---|
| False |
| Value | Count | Frequency (%) |
| True | 7785 | |
| False | 5697 |
| Value | Count | Frequency (%) |
| True | 12422 | |
| False | 10305 |
Tenants
Homes
end_ufn
Boolean
| Tenants | Homes | |
|---|---|---|
| Distinct | 2 | 2 |
| Distinct (%) | < 0.1% | < 0.1% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Memory size | 13.3 KiB | 22.3 KiB |
| True | |
|---|---|
| False | 695 |
| True | |
|---|---|
| False | 1880 |
| Value | Count | Frequency (%) |
| True | 12787 | |
| False | 695 | 5.2% |
| Value | Count | Frequency (%) |
| True | 20847 | |
| False | 1880 | 8.3% |
Tenants
Homes
ideal_duration
Real number (ℝ)
| Tenants | Homes | |
|---|---|---|
| Distinct | 151 | 224 |
| Distinct (%) | 34.7% | 18.3% |
| Missing | 13047 | 21505 |
| Missing (%) | 96.8% | 94.6% |
| Infinite | 0 | 0 |
| Infinite (%) | 0.0% | 0.0% |
| Mean | 130.08966 | 206.33552 |
| Tenants | Homes | |
|---|---|---|
| Minimum | 1 | 3 |
| Maximum | 1470 | 731 |
| Zeros | 0 | 0 |
| Zeros (%) | 0.0% | 0.0% |
| Negative | 0 | 0 |
| Negative (%) | 0.0% | 0.0% |
| Memory size | 105.5 KiB | 177.7 KiB |
Quantile statistics
| Tenants | Homes | |
|---|---|---|
| Minimum | 1 | 3 |
| 5-th percentile | 7 | 35.05 |
| Q1 | 46 | 92 |
| median | 90 | 181 |
| Q3 | 152 | 364 |
| 95-th percentile | 366 | 366 |
| Maximum | 1470 | 731 |
| Range | 1469 | 728 |
| Interquartile range (IQR) | 106 | 272 |
Descriptive statistics
| Tenants | Homes | |
|---|---|---|
| Standard deviation | 160.31883 | 127.11459 |
| Coefficient of variation (CV) | 1.2323719 | 0.61605772 |
| Kurtosis | 27.533919 | -0.30606325 |
| Mean | 130.08966 | 206.33552 |
| Median Absolute Deviation (MAD) | 54 | 92.5 |
| Skewness | 4.4208285 | 0.53506332 |
| Sum | 56589 | 252142 |
| Variance | 25702.128 | 16158.118 |
| Monotonicity | Not monotonic | Not monotonic |
| Value | Count | Frequency (%) |
| 60 | 18 | 0.1% |
| 122 | 18 | 0.1% |
| 91 | 17 | 0.1% |
| 121 | 17 | 0.1% |
| 90 | 15 | 0.1% |
| 152 | 13 | 0.1% |
| 30 | 12 | 0.1% |
| 29 | 12 | 0.1% |
| 151 | 12 | 0.1% |
| 7 | 12 | 0.1% |
| Other values (141) | 289 | 2.1% |
| (Missing) | 13047 |
| Value | Count | Frequency (%) |
| 365 | 198 | 0.9% |
| 91 | 50 | 0.2% |
| 364 | 49 | 0.2% |
| 122 | 47 | 0.2% |
| 152 | 41 | 0.2% |
| 366 | 39 | 0.2% |
| 60 | 38 | 0.2% |
| 213 | 33 | 0.1% |
| 212 | 29 | 0.1% |
| 151 | 29 | 0.1% |
| Other values (214) | 669 | 2.9% |
| (Missing) | 21505 |
| Value | Count | Frequency (%) |
| 1 | 4 | < 0.1% |
| 2 | 3 | < 0.1% |
| 3 | 3 | < 0.1% |
| 4 | 4 | < 0.1% |
| 5 | 3 | < 0.1% |
| 6 | 2 | < 0.1% |
| 7 | 12 | |
| 8 | 1 | < 0.1% |
| 10 | 1 | < 0.1% |
| 14 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 3 | 2 | < 0.1% |
| 6 | 1 | < 0.1% |
| 7 | 5 | < 0.1% |
| 8 | 1 | < 0.1% |
| 19 | 1 | < 0.1% |
| 21 | 2 | < 0.1% |
| 24 | 1 | < 0.1% |
| 28 | 1 | < 0.1% |
| 29 | 10 | |
| 30 | 20 |
| Value | Count | Frequency (%) |
| 3 | 2 | < 0.1% |
| 6 | 1 | < 0.1% |
| 7 | 5 | < 0.1% |
| 8 | 1 | < 0.1% |
| 19 | 1 | < 0.1% |
| 21 | 2 | < 0.1% |
| 24 | 1 | < 0.1% |
| 28 | 1 | < 0.1% |
| 29 | 10 | |
| 30 | 20 |
| Value | Count | Frequency (%) |
| 1 | 4 | < 0.1% |
| 2 | 3 | < 0.1% |
| 3 | 3 | < 0.1% |
| 4 | 4 | < 0.1% |
| 5 | 3 | < 0.1% |
| 6 | 2 | < 0.1% |
| 7 | 12 | |
| 8 | 1 | < 0.1% |
| 10 | 1 | < 0.1% |
| 14 | 4 | < 0.1% |
shared
Boolean
| Tenants | Homes | |
|---|---|---|
| Distinct | 1 | 2 |
| Distinct (%) | < 0.1% | < 0.1% |
| Missing | 2525 | 0 |
| Missing (%) | 18.7% | 0.0% |
| Memory size | 26.5 KiB | 44.5 KiB |
| False | |
|---|---|
| (Missing) |
| False | |
|---|---|
| True | 706 |
| Value | Count | Frequency (%) |
| False | 10957 | |
| (Missing) | 2525 | 18.7% |
| Value | Count | Frequency (%) |
| False | 22021 | |
| True | 706 | 3.1% |
Tenants
Homes
student_home
Boolean
| Tenants | Homes | |
|---|---|---|
| Distinct | 2 | 1 |
| Distinct (%) | < 0.1% | < 0.1% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Memory size | 26.5 KiB | 44.5 KiB |
| False | |
|---|---|
| True |
| False |
|---|
| Value | Count | Frequency (%) |
| False | 10042 | |
| True | 3440 | 25.5% |
| Value | Count | Frequency (%) |
| False | 22727 |
Tenants
Homes
senior_home
Boolean
| Tenants | Homes | |
|---|---|---|
| Distinct | 2 | 1 |
| Distinct (%) | < 0.1% | < 0.1% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Memory size | 26.5 KiB | 44.5 KiB |
| False | |
|---|---|
| True | 827 |
| False |
|---|
| Value | Count | Frequency (%) |
| False | 12655 | |
| True | 827 | 6.1% |
| Value | Count | Frequency (%) |
| False | 22727 |
Tenants
Homes
corporate_home
Unsupported
| Tenants | Homes | |
|---|---|---|
| Missing | 13482 | 0 |
| Missing (%) | 100.0% | 0.0% |
| Memory size | 26.5 KiB | 44.5 KiB |
dish_washer
Boolean
| Tenants | Homes | |
|---|---|---|
| Distinct | 2 | 2 |
| Distinct (%) | < 0.1% | < 0.1% |
| Missing | 673 | 76 |
| Missing (%) | 5.0% | 0.3% |
| Memory size | 26.5 KiB | 44.5 KiB |
| False | |
|---|---|
| True | |
| (Missing) | 673 |
| True | |
|---|---|
| False | |
| (Missing) | 76 |
| Value | Count | Frequency (%) |
| False | 7595 | |
| True | 5214 | |
| (Missing) | 673 | 5.0% |
| Value | Count | Frequency (%) |
| True | 17095 | |
| False | 5556 | 24.4% |
| (Missing) | 76 | 0.3% |
Tenants
Homes
furniture
Boolean
| Tenants | Homes | |
|---|---|---|
| Distinct | 2 | 2 |
| Distinct (%) | < 0.1% | < 0.1% |
| Missing | 3706 | 76 |
| Missing (%) | 27.5% | 0.3% |
| Memory size | 26.5 KiB | 44.5 KiB |
| False | |
|---|---|
| True | 500 |
| (Missing) |
| False | |
|---|---|
| True | |
| (Missing) | 76 |
| Value | Count | Frequency (%) |
| False | 9276 | |
| True | 500 | 3.7% |
| (Missing) | 3706 | 27.5% |
| Value | Count | Frequency (%) |
| False | 13608 | |
| True | 9043 | |
| (Missing) | 76 | 0.3% |
Tenants
Homes
wheelchair_accessible
Boolean
| Tenants | Homes | |
|---|---|---|
| Distinct | 2 | 2 |
| Distinct (%) | < 0.1% | < 0.1% |
| Missing | 1139 | 76 |
| Missing (%) | 8.4% | 0.3% |
| Memory size | 26.5 KiB | 44.5 KiB |
| False | |
|---|---|
| True | 722 |
| (Missing) | 1139 |
| False | |
|---|---|
| True | |
| (Missing) | 76 |
| Value | Count | Frequency (%) |
| False | 11621 | |
| True | 722 | 5.4% |
| (Missing) | 1139 | 8.4% |
| Value | Count | Frequency (%) |
| False | 14029 | |
| True | 8622 | |
| (Missing) | 76 | 0.3% |
Tenants
Homes
internet
Unsupported
| Tenants | Homes | |
|---|---|---|
| Missing | 13482 | 76 |
| Missing (%) | 100.0% | 0.3% |
| Memory size | 26.5 KiB | 44.5 KiB |
pets
Boolean
| Tenants | Homes | |
|---|---|---|
| Distinct | 2 | 2 |
| Distinct (%) | < 0.1% | < 0.1% |
| Missing | 1139 | 76 |
| Missing (%) | 8.4% | 0.3% |
| Memory size | 26.5 KiB | 44.5 KiB |
| False | |
|---|---|
| True | |
| (Missing) |
| True | |
|---|---|
| False | |
| (Missing) | 76 |
| Value | Count | Frequency (%) |
| False | 7709 | |
| True | 4634 | |
| (Missing) | 1139 | 8.4% |
| Value | Count | Frequency (%) |
| True | 13377 | |
| False | 9274 | |
| (Missing) | 76 | 0.3% |
Tenants
Homes
shower
Unsupported
| Tenants | Homes | |
|---|---|---|
| Missing | 13482 | 76 |
| Missing (%) | 100.0% | 0.3% |
| Memory size | 26.5 KiB | 44.5 KiB |
smoker
Boolean
| Tenants | Homes | |
|---|---|---|
| Distinct | 2 | 2 |
| Distinct (%) | < 0.1% | < 0.1% |
| Missing | 1139 | 76 |
| Missing (%) | 8.4% | 0.3% |
| Memory size | 26.5 KiB | 44.5 KiB |
| False | |
|---|---|
| True | 153 |
| (Missing) | 1139 |
| False | |
|---|---|
| True | 837 |
| (Missing) | 76 |
| Value | Count | Frequency (%) |
| False | 12190 | |
| True | 153 | 1.1% |
| (Missing) | 1139 | 8.4% |
| Value | Count | Frequency (%) |
| False | 21814 | |
| True | 837 | 3.7% |
| (Missing) | 76 | 0.3% |
Tenants
Homes
washing_machine
Boolean
| Tenants | Homes | |
|---|---|---|
| Distinct | 2 | 2 |
| Distinct (%) | < 0.1% | < 0.1% |
| Missing | 673 | 76 |
| Missing (%) | 5.0% | 0.3% |
| Memory size | 26.5 KiB | 44.5 KiB |
| False | |
|---|---|
| True | |
| (Missing) | 673 |
| False | |
|---|---|
| True | |
| (Missing) | 76 |
| Value | Count | Frequency (%) |
| False | 10832 | |
| True | 1977 | 14.7% |
| (Missing) | 673 | 5.0% |
| Value | Count | Frequency (%) |
| False | 11746 | |
| True | 10905 | |
| (Missing) | 76 | 0.3% |
Tenants
Homes
toilet
Unsupported
| Tenants | Homes | |
|---|---|---|
| Missing | 13482 | 76 |
| Missing (%) | 100.0% | 0.3% |
| Memory size | 26.5 KiB | 44.5 KiB |
balcony
Boolean
| Tenants | Homes | |
|---|---|---|
| Distinct | 2 | 2 |
| Distinct (%) | < 0.1% | < 0.1% |
| Missing | 673 | 76 |
| Missing (%) | 5.0% | 0.3% |
| Memory size | 26.5 KiB | 44.5 KiB |
| False | |
|---|---|
| True | |
| (Missing) | 673 |
| True | |
|---|---|
| False | |
| (Missing) | 76 |
| Value | Count | Frequency (%) |
| False | 7419 | |
| True | 5390 | |
| (Missing) | 673 | 5.0% |
| Value | Count | Frequency (%) |
| True | 17597 | |
| False | 5054 | 22.2% |
| (Missing) | 76 | 0.3% |
Tenants
Homes
elevator
Unsupported
| Tenants | Homes | |
|---|---|---|
| Missing | 13482 | 76 |
| Missing (%) | 100.0% | 0.3% |
| Memory size | 26.5 KiB | 44.5 KiB |
recycling
Boolean
| Tenants | Homes | |
|---|---|---|
| Distinct | 2 | 2 |
| Distinct (%) | < 0.1% | < 0.1% |
| Missing | 673 | 76 |
| Missing (%) | 5.0% | 0.3% |
| Memory size | 26.5 KiB | 44.5 KiB |
| False | |
|---|---|
| True | 837 |
| (Missing) | 673 |
| True | |
|---|---|
| False | |
| (Missing) | 76 |
| Value | Count | Frequency (%) |
| False | 11972 | |
| True | 837 | 6.2% |
| (Missing) | 673 | 5.0% |
| Value | Count | Frequency (%) |
| True | 11882 | |
| False | 10769 | |
| (Missing) | 76 | 0.3% |
Tenants
Homes
tumble_dryer
Boolean
| Tenants | Homes | |
|---|---|---|
| Distinct | 2 | 2 |
| Distinct (%) | < 0.1% | < 0.1% |
| Missing | 673 | 76 |
| Missing (%) | 5.0% | 0.3% |
| Memory size | 26.5 KiB | 44.5 KiB |
| False | |
|---|---|
| True | 205 |
| (Missing) | 673 |
| False | |
|---|---|
| True | |
| (Missing) | 76 |
| Value | Count | Frequency (%) |
| False | 12604 | |
| True | 205 | 1.5% |
| (Missing) | 673 | 5.0% |
| Value | Count | Frequency (%) |
| False | 17652 | |
| True | 4999 | 22.0% |
| (Missing) | 76 | 0.3% |
Tenants
Homes
shared_washing_area
Unsupported
| Tenants | Homes | |
|---|---|---|
| Missing | 13482 | 76 |
| Missing (%) | 100.0% | 0.3% |
| Memory size | 26.5 KiB | 44.5 KiB |
bathtub
Boolean
| Tenants | Homes | |
|---|---|---|
| Distinct | 2 | 2 |
| Distinct (%) | < 0.1% | < 0.1% |
| Missing | 673 | 76 |
| Missing (%) | 5.0% | 0.3% |
| Memory size | 26.5 KiB | 44.5 KiB |
| False | |
|---|---|
| True | 253 |
| (Missing) | 673 |
| False | |
|---|---|
| True | |
| (Missing) | 76 |
| Value | Count | Frequency (%) |
| False | 12556 | |
| True | 253 | 1.9% |
| (Missing) | 673 | 5.0% |
| Value | Count | Frequency (%) |
| False | 19365 | |
| True | 3286 | 14.5% |
| (Missing) | 76 | 0.3% |
Tenants
Homes
inhome_sauna
Boolean
| Tenants | Homes | |
|---|---|---|
| Distinct | 2 | 2 |
| Distinct (%) | < 0.1% | < 0.1% |
| Missing | 673 | 76 |
| Missing (%) | 5.0% | 0.3% |
| Memory size | 26.5 KiB | 44.5 KiB |
| False | |
|---|---|
| True | |
| (Missing) | 673 |
| False | |
|---|---|
| True | |
| (Missing) | 76 |
| Value | Count | Frequency (%) |
| False | 9360 | |
| True | 3449 | 25.6% |
| (Missing) | 673 | 5.0% |
| Value | Count | Frequency (%) |
| False | 13544 | |
| True | 9107 | |
| (Missing) | 76 | 0.3% |
Tenants
Homes
bike_room
Boolean
| Tenants | Homes | |
|---|---|---|
| Distinct | 2 | 2 |
| Distinct (%) | < 0.1% | < 0.1% |
| Missing | 673 | 76 |
| Missing (%) | 5.0% | 0.3% |
| Memory size | 26.5 KiB | 44.5 KiB |
| False | |
|---|---|
| True | |
| (Missing) | 673 |
| True | |
|---|---|
| False | |
| (Missing) | 76 |
| Value | Count | Frequency (%) |
| False | 11003 | |
| True | 1806 | 13.4% |
| (Missing) | 673 | 5.0% |
| Value | Count | Frequency (%) |
| True | 17265 | |
| False | 5386 | 23.7% |
| (Missing) | 76 | 0.3% |
Tenants
Homes
parking
Boolean
| Tenants | Homes | |
|---|---|---|
| Distinct | 2 | 2 |
| Distinct (%) | < 0.1% | < 0.1% |
| Missing | 673 | 76 |
| Missing (%) | 5.0% | 0.3% |
| Memory size | 26.5 KiB | 44.5 KiB |
| False | |
|---|---|
| True | |
| (Missing) | 673 |
| False | |
|---|---|
| True | 970 |
| (Missing) | 76 |
| Value | Count | Frequency (%) |
| False | 8300 | |
| True | 4509 | |
| (Missing) | 673 | 5.0% |
| Value | Count | Frequency (%) |
| False | 21681 | |
| True | 970 | 4.3% |
| (Missing) | 76 | 0.3% |
Tenants
Homes
storage
Boolean
| Tenants | Homes | |
|---|---|---|
| Distinct | 2 | 2 |
| Distinct (%) | < 0.1% | < 0.1% |
| Missing | 673 | 76 |
| Missing (%) | 5.0% | 0.3% |
| Memory size | 26.5 KiB | 44.5 KiB |
| False | |
|---|---|
| True | |
| (Missing) | 673 |
| True | |
|---|---|
| False | |
| (Missing) | 76 |
| Value | Count | Frequency (%) |
| False | 9112 | |
| True | 3697 | |
| (Missing) | 673 | 5.0% |
| Value | Count | Frequency (%) |
| True | 19032 | |
| False | 3619 | 15.9% |
| (Missing) | 76 | 0.3% |
Tenants
Homes
firsthand
Unsupported
| Tenants | Homes | |
|---|---|---|
| Missing | 13482 | 0 |
| Missing (%) | 100.0% | 0.0% |
| Memory size | 26.5 KiB | 44.5 KiB |
Tenants
Homes
Tenants
Homes
Tenants
Homes
Tenants
Homes
Tenants
Homes
Tenants
Homes
Tenants
Homes
Tenants
Homes
Tenants
Homes
Tenants
Homes
Tenants
Homes
Tenants
Homes
Tenants
Homes
Tenants
Homes
Tenants
Homes
Tenants
Homes
Tenants
Homes
Tenants
Homes
Tenants
Homes
Tenants
Homes
Tenants
Homes
Tenants
Homes
Tenants
Homes
Tenants
Homes
Tenants
Homes
Tenants
Homes
Tenants
Homes
Tenants
| rent | room_count | square_meters | tenant_count | start_optimal | end_optimal | start_asap | end_ufn | ideal_duration | shared | student_home | senior_home | corporate_home | dish_washer | furniture | wheelchair_accessible | internet | pets | shower | smoker | washing_machine | toilet | balcony | elevator | recycling | tumble_dryer | shared_washing_area | bathtub | inhome_sauna | bike_room | parking | storage | firsthand | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 750.0 | 1.0 | 18.0 | 1.0 | 2023-04-01 | NaT | False | True | NaN | <NA> | False | False | <NA> | False | True | False | <NA> | False | <NA> | False | True | <NA> | False | <NA> | False | False | <NA> | False | False | False | False | False | <NA> |
| 1 | 800.0 | 3.0 | 60.0 | 3.0 | 2023-03-01 | NaT | False | True | NaN | False | False | False | <NA> | True | <NA> | False | <NA> | True | <NA> | False | False | <NA> | True | <NA> | False | False | <NA> | False | True | False | False | False | <NA> |
| 2 | 750.0 | 2.0 | 50.0 | 2.0 | NaT | NaT | True | True | NaN | False | False | False | <NA> | False | False | False | <NA> | True | <NA> | False | False | <NA> | True | <NA> | False | False | <NA> | False | True | False | True | False | <NA> |
| 3 | 850.0 | 3.0 | 68.0 | 3.0 | 2023-08-01 | NaT | False | True | NaN | False | False | False | <NA> | False | False | False | <NA> | True | <NA> | False | False | <NA> | True | <NA> | False | False | <NA> | False | False | False | True | False | <NA> |
| 4 | 600.0 | 2.0 | 32.0 | 1.0 | 2023-11-01 | NaT | False | True | NaN | False | True | False | <NA> | True | False | False | <NA> | True | <NA> | False | False | <NA> | False | <NA> | False | False | <NA> | False | False | False | True | False | <NA> |
| 5 | 600.0 | 2.0 | 45.0 | 2.0 | NaT | NaT | True | True | NaN | False | False | False | <NA> | True | False | False | <NA> | False | <NA> | False | False | <NA> | True | <NA> | False | False | <NA> | False | False | False | True | False | <NA> |
| 6 | 750.0 | 1.0 | 32.0 | 1.0 | NaT | NaT | True | True | NaN | False | True | False | <NA> | True | False | False | <NA> | True | <NA> | False | False | <NA> | True | <NA> | False | False | <NA> | False | True | False | True | True | <NA> |
| 7 | 600.0 | 1.0 | 35.0 | 1.0 | 2023-12-01 | NaT | False | True | NaN | <NA> | False | False | <NA> | False | <NA> | False | <NA> | False | <NA> | False | False | <NA> | False | <NA> | False | False | <NA> | False | False | False | False | True | <NA> |
| 8 | 900.0 | 3.0 | 99.0 | 1.0 | NaT | NaT | True | True | NaN | False | False | False | <NA> | False | False | False | <NA> | True | <NA> | False | False | <NA> | True | <NA> | False | False | <NA> | False | True | False | True | False | <NA> |
| 9 | 650.0 | 2.0 | 40.0 | 2.0 | NaT | NaT | True | True | NaN | False | False | False | <NA> | True | False | False | <NA> | True | <NA> | False | False | <NA> | True | <NA> | False | False | <NA> | False | False | False | False | False | <NA> |
Homes
| rent | room_count | square_meters | tenant_count | start_optimal | end_optimal | start_asap | end_ufn | ideal_duration | shared | student_home | senior_home | corporate_home | dish_washer | furniture | wheelchair_accessible | internet | pets | shower | smoker | washing_machine | toilet | balcony | elevator | recycling | tumble_dryer | shared_washing_area | bathtub | inhome_sauna | bike_room | parking | storage | firsthand | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 950 | 4.0 | 99 | 5 | NaT | NaT | True | True | NaN | False | False | False | False | False | False | True | True | True | True | False | True | True | True | False | False | True | True | True | False | False | True | True | False |
| 1 | 550 | 2.0 | 69 | 2 | NaT | NaT | True | True | NaN | False | False | False | False | False | False | False | False | False | True | False | False | True | True | True | False | False | False | False | False | True | False | True | False |
| 2 | 420 | 2.0 | 55 | 5 | NaT | NaT | True | True | NaN | False | False | False | False | True | True | True | True | True | True | True | True | True | True | True | False | True | True | True | False | True | False | True | False |
| 3 | 690 | 3.0 | 77 | 4 | NaT | NaT | True | True | NaN | False | False | False | False | True | False | False | True | False | True | False | True | True | True | False | True | True | True | False | False | True | False | True | False |
| 4 | 500 | 2.0 | 62 | 2 | 2023-12-01 | 2024-12-01 | False | False | 366.0 | False | False | False | False | True | False | False | True | True | True | False | False | True | True | False | False | False | True | True | True | True | False | True | False |
| 5 | 800 | 3.0 | 71 | 3 | 2024-02-01 | NaT | False | True | NaN | False | False | False | False | True | False | False | False | True | True | False | False | True | True | True | False | False | False | False | False | True | False | True | False |
| 6 | 700 | 2.0 | 38 | 2 | NaT | NaT | True | True | NaN | False | False | False | False | True | False | True | True | False | True | False | False | True | True | True | False | False | False | False | False | False | False | True | False |
| 7 | 800 | 3.0 | 79 | 4 | 2023-11-01 | NaT | False | True | NaN | False | False | False | False | True | True | False | True | False | True | False | True | True | True | True | False | False | True | True | False | True | False | True | False |
| 8 | 435 | 2.0 | 61 | 2 | NaT | NaT | True | True | NaN | False | False | False | False | True | True | False | True | False | True | False | True | True | True | False | True | True | False | False | True | False | False | True | False |
| 9 | 450 | 1.0 | 21 | 1 | 2024-03-01 | 2025-02-28 | False | False | 364.0 | False | False | False | False | False | False | False | False | False | True | False | False | True | False | False | False | False | False | False | False | True | False | True | False |
Tenants
| rent | room_count | square_meters | tenant_count | start_optimal | end_optimal | start_asap | end_ufn | ideal_duration | shared | student_home | senior_home | corporate_home | dish_washer | furniture | wheelchair_accessible | internet | pets | shower | smoker | washing_machine | toilet | balcony | elevator | recycling | tumble_dryer | shared_washing_area | bathtub | inhome_sauna | bike_room | parking | storage | firsthand | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 13472 | 600.0 | 2.0 | 40.0 | 1.0 | NaT | NaT | True | True | NaN | False | True | False | <NA> | True | False | False | <NA> | False | <NA> | False | False | <NA> | False | <NA> | False | False | <NA> | False | False | True | False | True | <NA> |
| 13473 | 800.0 | 2.0 | 50.0 | 2.0 | 2024-04-01 | NaT | False | True | NaN | False | True | False | <NA> | True | False | False | <NA> | False | <NA> | False | False | <NA> | True | <NA> | False | False | <NA> | False | True | True | True | True | <NA> |
| 13474 | 460.0 | 1.0 | 28.0 | 1.0 | NaT | NaT | True | True | NaN | False | False | True | <NA> | False | <NA> | False | <NA> | False | <NA> | False | False | <NA> | False | <NA> | False | False | <NA> | False | False | False | False | False | <NA> |
| 13475 | 1100.0 | 5.0 | 100.0 | 7.0 | NaT | NaT | True | True | NaN | False | False | False | <NA> | False | False | False | <NA> | False | <NA> | False | False | <NA> | True | <NA> | False | False | <NA> | False | False | False | True | True | <NA> |
| 13476 | 550.0 | 1.0 | 25.0 | 1.0 | NaT | 2024-04-01 | True | False | NaN | <NA> | False | True | <NA> | False | <NA> | False | <NA> | False | <NA> | False | False | <NA> | False | <NA> | False | False | <NA> | False | False | False | False | False | <NA> |
| 13477 | 700.0 | 2.0 | 40.0 | 1.0 | NaT | NaT | True | True | NaN | False | False | False | <NA> | False | False | False | <NA> | True | <NA> | False | False | <NA> | True | <NA> | False | False | <NA> | False | False | False | True | False | <NA> |
| 13478 | 650.0 | 1.0 | 38.0 | 1.0 | 2024-05-01 | NaT | False | True | NaN | False | False | False | <NA> | False | <NA> | False | <NA> | True | <NA> | False | False | <NA> | False | <NA> | False | False | <NA> | False | False | False | True | True | <NA> |
| 13479 | 500.0 | 1.0 | 25.0 | 1.0 | NaT | NaT | True | True | NaN | <NA> | False | False | <NA> | False | False | True | <NA> | False | <NA> | False | False | <NA> | False | <NA> | False | False | <NA> | False | False | False | False | False | <NA> |
| 13480 | 950.0 | 2.0 | 50.0 | 1.0 | 2024-04-01 | NaT | False | True | NaN | False | False | False | <NA> | True | False | <NA> | <NA> | <NA> | <NA> | <NA> | False | <NA> | True | <NA> | False | False | <NA> | False | False | True | True | True | <NA> |
| 13481 | 400.0 | 1.0 | 12.0 | 1.0 | NaT | NaT | True | True | NaN | <NA> | True | False | <NA> | False | <NA> | False | <NA> | False | <NA> | False | False | <NA> | False | <NA> | False | False | <NA> | False | False | False | False | False | <NA> |
Homes
| rent | room_count | square_meters | tenant_count | start_optimal | end_optimal | start_asap | end_ufn | ideal_duration | shared | student_home | senior_home | corporate_home | dish_washer | furniture | wheelchair_accessible | internet | pets | shower | smoker | washing_machine | toilet | balcony | elevator | recycling | tumble_dryer | shared_washing_area | bathtub | inhome_sauna | bike_room | parking | storage | firsthand | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 22717 | 420 | 1.0 | 32 | 1 | 2024-03-01 | NaT | False | True | NaN | False | False | False | False | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | False |
| 22718 | 200 | 1.0 | 10 | 1 | NaT | NaT | True | True | NaN | True | False | False | False | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | False |
| 22719 | 1800 | 4.0 | 105 | 5 | 2024-01-15 | NaT | False | True | NaN | False | False | False | False | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | False |
| 22720 | 580 | 1.0 | 27 | 1 | 2024-02-01 | NaT | False | True | NaN | False | False | False | False | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | False |
| 22721 | 850 | 4.0 | 130 | 5 | NaT | NaT | True | True | NaN | False | False | False | False | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | False |
| 22722 | 550 | 3.0 | 72 | 4 | 2024-02-15 | NaT | False | True | NaN | False | False | False | False | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | False |
| 22723 | 560 | 1.0 | 30 | 1 | 2024-02-01 | NaT | False | True | NaN | False | False | False | False | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | False |
| 22724 | 480 | 2.0 | 51 | 3 | NaT | NaT | True | True | NaN | False | False | False | False | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | False |
| 22725 | 525 | 1.0 | 19 | 1 | NaT | NaT | True | True | NaN | False | False | False | False | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | False |
| 22726 | 530 | 2.0 | 46 | 2 | NaT | NaT | True | True | NaN | False | False | False | False | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | False |
Tenants
| rent | room_count | square_meters | tenant_count | start_optimal | end_optimal | start_asap | end_ufn | ideal_duration | shared | student_home | senior_home | dish_washer | furniture | wheelchair_accessible | pets | smoker | washing_machine | balcony | recycling | tumble_dryer | bathtub | inhome_sauna | bike_room | parking | storage | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 76 | 600.0 | 1.0 | 20.0 | 1.0 | NaT | NaT | True | True | NaN | False | True | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | 7 |
| 16 | 500.0 | 1.0 | 20.0 | 1.0 | NaT | NaT | True | True | NaN | False | False | False | False | <NA> | False | False | False | False | False | False | False | False | False | False | False | False | 6 |
| 72 | 600.0 | 1.0 | 20.0 | 1.0 | NaT | NaT | True | True | NaN | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | 6 |
| 80 | 600.0 | 1.0 | 20.0 | 1.0 | NaT | NaT | True | True | NaN | <NA> | False | False | False | <NA> | False | False | False | False | False | False | False | False | False | False | False | False | 6 |
| 41 | 550.0 | 1.0 | 20.0 | 1.0 | NaT | NaT | True | True | NaN | False | True | False | False | <NA> | False | False | False | False | False | False | False | False | False | False | False | False | 5 |
| 50 | 550.0 | 1.0 | 25.0 | 1.0 | NaT | NaT | True | True | NaN | False | True | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | 5 |
| 55 | 550.0 | 1.0 | 30.0 | 1.0 | NaT | NaT | True | True | NaN | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | 5 |
| 93 | 600.0 | 1.0 | 25.0 | 1.0 | NaT | NaT | True | True | NaN | False | True | False | False | <NA> | False | False | False | False | False | False | False | False | False | False | False | False | 5 |
| 115 | 600.0 | 1.0 | 30.0 | 1.0 | NaT | NaT | True | True | NaN | False | True | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | 5 |
| 128 | 600.0 | 2.0 | 40.0 | 1.0 | NaT | NaT | True | True | NaN | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | 5 |
Homes
| rent | room_count | square_meters | tenant_count | start_optimal | end_optimal | start_asap | end_ufn | ideal_duration | shared | student_home | senior_home | dish_washer | furniture | wheelchair_accessible | pets | smoker | washing_machine | balcony | recycling | tumble_dryer | bathtub | inhome_sauna | bike_room | parking | storage | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 184 | 730 | 2.0 | 85 | 1 | NaT | NaT | True | True | NaN | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | True | 6 |
| 13 | 350 | 2.0 | 45 | 3 | NaT | NaT | True | True | NaN | False | False | False | False | False | True | True | False | False | False | False | False | False | True | False | True | True | 4 |
| 47 | 450 | 2.0 | 100 | 4 | NaT | NaT | True | True | NaN | False | False | False | False | False | True | False | False | False | False | False | False | False | False | True | False | True | 4 |
| 72 | 500 | 2.0 | 75 | 3 | NaT | NaT | True | True | NaN | False | False | False | True | False | False | True | False | False | False | False | False | False | True | False | False | True | 4 |
| 145 | 640 | 3.0 | 76 | 4 | NaT | NaT | True | True | NaN | False | False | False | True | False | False | False | False | False | True | True | False | False | True | True | False | True | 4 |
| 10 | 350 | 1.0 | 29 | 1 | NaT | NaT | True | True | NaN | False | False | False | False | False | False | True | False | False | True | False | False | False | False | True | False | True | 3 |
| 14 | 350 | 4.0 | 100 | 2 | NaT | NaT | True | True | NaN | True | False | False | True | True | False | False | False | True | True | True | True | False | True | False | False | False | 3 |
| 21 | 380 | 2.0 | 58 | 2 | NaT | NaT | True | True | NaN | False | False | False | False | False | True | True | False | False | False | False | False | False | False | True | False | False | 3 |
| 57 | 480 | 2.0 | 55 | 2 | NaT | NaT | True | True | NaN | False | False | False | True | True | True | False | False | True | True | False | False | False | False | False | False | False | 3 |
| 66 | 499 | 1.0 | 25 | 2 | NaT | NaT | True | True | NaN | False | False | False | True | False | True | True | False | True | True | True | True | False | False | True | False | True | 3 |